Fairness Concerns in App Reviews: A Study on AI-based Mobile Apps

Fairness Concerns in App Reviews: A Study on AI-based Mobile Apps

16 January 2024

Mansooreh Zahedi

Hourieh Khalajzadeh

Papers citing "Fairness Concerns in App Reviews: A Study on AI-based Mobile Apps"

11 / 11 papers shown

Title
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service" Kornel Lewicki M. S. Lee Jennifer Cobbe Jatinder Singh 51 22 0 02 Feb 2023
Fairify: Fairness Verification of Neural Networks Sumon Biswas Hridesh Rajan 55 24 0 08 Dec 2022
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey Max Hort Zhenpeng Chen Jie M. Zhang Mark Harman Federica Sarro FaML AI4CE 46 167 0 14 Jul 2022
Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support Michael A. Madaio Lisa Egede Hariharan Subramonyam Jennifer Wortman Vaughan Hanna M. Wallach 50 145 0 10 Dec 2021
Bias in Machine Learning Software: Why? How? What to do? Joymallya Chakraborty Suvodeep Majumder Tim Menzies FaML 46 198 0 25 May 2021
Fairness in Machine Learning: A Survey Simon Caton C. Haas FaML 73 625 0 04 Oct 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 382 24,160 0 26 Jul 2019
A First Look at Deep Learning Apps on Smartphones Mengwei Xu Jiawei Liu Yuanqiang Liu F. Lin Yunxin Liu Xuanzhe Liu HAI 49 181 0 08 Nov 2018
A comparative study of fairness-enhancing interventions in machine learning Sorelle A. Friedler C. Scheidegger Suresh Venkatasubramanian Sonam Choudhary Evan P. Hamilton Derek Roth FaML 88 639 0 13 Feb 2018
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 273 33,445 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 524 31,406 0 16 Jan 2013